Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Neural Information Processing Systems (NeurIPS), 2025

18 June 2020

Papers citing "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains"

50 / 1,623 papers shown

Title
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 170 1 0 27 May 2024
Physics informed cell representations for variational formulation of multiscale problems Yuxiang Gao Soheil Kolouri R. Duddu AI4CE 110 0 0 27 May 2024
Nonlinear denoising score matching for enhanced learning of structured distributions Jeremiah Birrell Markos A. Katsoulakis Luc Rey-Bellet Benjamin J. Zhang Wei-wei Zhu DiffM 109 1 0 24 May 2024
Understanding the dynamics of the frequency bias in neural networks Juan Molina Mircea Petrache F. Sahli Costabal Matías Courdurier 117 2 0 23 May 2024
Nuclear Norm Regularization for Deep Learning Christopher Scarvelis Justin Solomon 115 3 0 23 May 2024
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows A. Cabezas Louis Sharrock Christopher Nemeth 116 4 0 23 May 2024
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera Yunfan Lu Yusheng Wang Zipeng Wang Hui Xiong Bin Yang Hui Xiong 153 7 0 22 May 2024
Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing Daniele Baieri Filippo Maggioli Zorah Lähner Simone Melzi Emanuele Rodolà 106 0 0 21 May 2024
ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference Jason Chun Lok Li Steven Tin Sui Luo Le Xu Ngai Wong 98 8 0 20 May 2024
PT43D: A Probabilistic Transformer for Generating 3D Shapes from Single Highly-Ambiguous RGB Images Yiheng Xiong Angela Dai ViT 129 1 0 20 May 2024
Depth Prompting for Sensor-Agnostic Depth Estimation Jin-Hwi Park Chanhwi Jeong Junoh Lee Hae-Gon Jeon MDE VLM 156 15 0 20 May 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 249 13 0 20 May 2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance I-Hsiang Chen Wei-Ting Chen Yu-Wei Liu Ming-Hsuan Yang Sy-Yen Kuo 96 15 0 17 May 2024
NeRO: Neural Road Surface Reconstruction Ruibo Wang Song Zhang Ping Huang Donghai Zhang Haoyu Chen 3DV 109 2 0 17 May 2024
Nonparametric Teaching of Implicit Neural Representations Chen Zhang Steven Tin Sui Luo Jason Chun Lok Li Yik-Chung Wu Ngai Wong 127 8 0 17 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 171 26 0 16 May 2024
Prospects of Privacy Advantage in Quantum Machine Learning Jamie Heredge Niraj Kumar Dylan Herman Shouvanik Chakrabarti Romina Yalovetzky Shree Hari Sureshbabu Changhao Li Marco Pistoia 136 7 0 14 May 2024
Compositional Text-to-Image Generation with Dense Blob Representations Weili Nie Sifei Liu Morteza Mardani Chao Liu Benjamin Eckart Arash Vahdat DiffM 209 30 0 14 May 2024
Synergistic Integration of Coordinate Network and Tensorial Feature for Improving Neural Radiance Fields from Sparse Inputs Mingyu Kim Jun-Seong Kim Se-Young Yun Jin-Hwa Kim 145 0 0 13 May 2024
NeRFFaceSpeech: One-shot Audio-driven 3D Talking Head Synthesis via Generative Prior Gihoon Kim Kwanggyoon Seo Sihun Cha Junyong Noh DiffM 3DH 166 4 0 09 May 2024
Efficient Visibility Approximation for Game AI using Neural Omnidirectional Distance Fields Zhi Ying Nicholas Edwards Mikhail Kutuzov 85 0 0 09 May 2024
Benchmarking Neural Radiance Fields for Autonomous Robots: An Overview Yuhang Ming Xingrui Yang Weihan Wang Zheng Chen Jinglun Feng Yifan Xing Guofeng Zhang 146 15 0 09 May 2024
Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner Tong Nie Guoyang Qin Wei Ma Jiangming Sun 91 9 0 06 May 2024
Loss Jump During Loss Switch in Solving PDEs with Neural Networks Zhiwei Wang Lulu Zhang Zhongwang Zhang Z. Xu 95 1 0 06 May 2024
Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration Leonard Bruns Jun Zhang Patric Jensfelt AI4CE 141 3 0 06 May 2024
Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach Jingwei Zhang Mohammad Jalali Cheuk Ting Li Farzan Farnia 163 7 0 04 May 2024
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction Jiayang Shi Junyi Zhu D. Pelt K. Batenburg Matthew B. Blaschko 105 6 0 03 May 2024
Modeling Sampling Distributions of Test Statistics with Autograd A. A. Kadhim Harrison B. Prosper 102 0 0 03 May 2024
Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction K. A. Mohan Massimiliano Ferrucci Chuck Divin Garrett A. Stevenson Hyojin Kim AI4CE 182 1 0 29 Apr 2024
S3-SLAM: Sparse Tri-plane Encoding for Neural Implicit SLAM Zhiyao Zhang Yunzhou Zhang Yanmin Wu Bin Zhao Xingshuo Wang Rui Tian 91 0 0 28 Apr 2024
ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-view Images Jinseo Jeong Junseo Koo Qimeng Zhang Gunhee Kim 130 2 0 24 Apr 2024
HOIN: High-Order Implicit Neural Representations Yang Chen Ruituo Wu Yipeng Liu Ce Zhu 101 3 0 23 Apr 2024
FaceFolds: Meshed Radiance Manifolds for Efficient Volumetric Rendering of Dynamic Faces Safa C. Medin Gengyan Li Andrea Colaço Stephan Garbin Philip Davidson G.W. Wornell Thabo Beeler Abhimitra Meka CVBM 3DH 98 0 0 22 Apr 2024
GScream: Learning 3D Geometry and Feature Consistent Gaussian Splatting for Object Removal Yuxin Wang Qianyi Wu Guofeng Zhang Dan Xu 3DGS 92 28 0 21 Apr 2024
CKGConv: General Graph Convolution with Continuous Kernels Liheng Ma Soumyasundar Pal Yitian Zhang Jiaming Zhou Yingxue Zhang Mark Coates 144 5 0 21 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 142 3 0 20 Apr 2024
BANF: Band-limited Neural Fields for Levels of Detail Reconstruction Ahan Shabanov Shrisudhan Govindarajan Cody Reading Lily Goli Daniel Rebain Kwang Moo Yi Andrea Tagliasacchi 124 8 0 19 Apr 2024
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models Leonardo Barcellona Alberto Bacchin Matteo Terreran Emanuele Menegatti Stefano Ghidoni 99 3 0 19 Apr 2024
Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Dynamic Scenes Isabella Liu Hao Su Xiaolong Wang 3DGS 152 7 0 18 Apr 2024
Efficient and accurate neural field reconstruction using resistive memory Yifei Yu Shaocong Wang Woyu Zhang Xinyuan Zhang Xiuzhe Wu ... Zhongrui Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yuan Liu 108 0 0 15 Apr 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 90 6 0 13 Apr 2024
CUDA-Accelerated Soft Robot Neural Evolution with Large Language Model Supervision Lechen Zhang 75 2 0 12 Apr 2024
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective Shaoxiang Qin Fuyuan Lyu Wenhui Peng Dingyang Geng Ju Wang Naiping Gao Xue Liu Lei Wang AI4CE 124 6 0 10 Apr 2024
Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data Aakash Kumar Chen Chen Lin Wang N. Lobo Mubarak Shah 3DPC 136 2 0 10 Apr 2024
Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction Wei Xu Derek Freeman DeSantis Xihaier Luo Avish Parmar Klaus Tan B. Nadiga Zhongjing Jiang Shinjae Yoo BDL AI4CE 82 1 0 09 Apr 2024
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation Sidra Aleem Fangyijie Wang Mayug Maniparambil Eric Arazo J. Dietlmeier Guénolé Silvestre Kathleen M. Curran Noel E. O'Connor Suzanne Little VLM MedIm 164 20 0 09 Apr 2024
Robust Gaussian Splatting François Darmon Lorenzo Porzi Samuel Rota Buló Peter Kontschieder 3DGS 110 17 0 05 Apr 2024
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Jiaming Liu Han Xiao Chaoyou Fu Hao Dong Shiyang Feng 3DPC 158 19 0 05 Apr 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 167 0 0 05 Apr 2024
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations Krishna Subramani Paris Smaragdis Takuya Higuchi M. Souden 52 1 0 05 Apr 2024